Overview
Brought to you by YData
Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 10094 |
| Missing cells | 63133 |
| Missing cells (%) | 20.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 23.6 MiB |
| Average record size in memory | 2.4 KiB |
Variable types
| Numeric | 11 |
|---|---|
| Text | 5 |
| Categorical | 6 |
| Boolean | 7 |
| Unsupported | 1 |
garage has constant value "False" | Constant |
Etat is highly overall correlated with bathrooms and 3 other fields | High correlation |
NewDelegation is highly overall correlated with NewState and 2 other fields | High correlation |
NewDelegationReport is highly overall correlated with newMunipReport | High correlation |
NewState is highly overall correlated with NewDelegation and 2 other fields | High correlation |
NewStateReport is highly overall correlated with delegation and 1 other fields | High correlation |
age is highly overall correlated with bathrooms and 2 other fields | High correlation |
air_conditioning is highly overall correlated with heating | High correlation |
bathrooms is highly overall correlated with Etat and 2 other fields | High correlation |
bedrooms is highly overall correlated with Etat and 3 other fields | High correlation |
delegation is highly overall correlated with NewDelegation and 7 other fields | High correlation |
equipped_kitchen is highly overall correlated with delegation | High correlation |
floor is highly overall correlated with rez_de_chaussee_count | High correlation |
heating is highly overall correlated with air_conditioning | High correlation |
newMunipReport is highly overall correlated with NewDelegationReport | High correlation |
price is highly overall correlated with delegation and 2 other fields | High correlation |
rez_de_chaussee_count is highly overall correlated with floor | High correlation |
rooms is highly overall correlated with bedrooms | High correlation |
state is highly overall correlated with Etat and 5 other fields | High correlation |
surface is highly overall correlated with Etat and 4 other fields | High correlation |
location has 3793 (37.6%) missing values | Missing |
state has 2057 (20.4%) missing values | Missing |
rooms has 5292 (52.4%) missing values | Missing |
etage_count has 2007 (19.9%) missing values | Missing |
rez_de_chaussee_count has 2007 (19.9%) missing values | Missing |
floor has 4217 (41.8%) missing values | Missing |
date has 6908 (68.4%) missing values | Missing |
floor_description has 5073 (50.3%) missing values | Missing |
Etat has 8881 (88.0%) missing values | Missing |
age has 8833 (87.5%) missing values | Missing |
delegation has 7141 (70.7%) missing values | Missing |
municipality has 6898 (68.3%) missing values | Missing |
price is highly skewed (γ1 = 35.76610954) | Skewed |
bedrooms is highly skewed (γ1 = 80.68649431) | Skewed |
bathrooms is highly skewed (γ1 = 78.41789243) | Skewed |
surface is highly skewed (γ1 = 58.18694302) | Skewed |
date is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
etage_count has 3838 (38.0%) zeros | Zeros |
rez_de_chaussee_count has 6688 (66.3%) zeros | Zeros |
floor has 1164 (11.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-02-07 20:55:56.876677 |
|---|---|
| Analysis finished | 2025-02-07 20:56:15.444589 |
| Duration | 18.57 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
price
Real number (ℝ)
High correlation Skewed
| Distinct | 877 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 765530.4 |
| Minimum | 10666 |
|---|---|
| Maximum | 5.85 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.0 KiB |
Quantile statistics
| Minimum | 10666 |
|---|---|
| 5-th percentile | 110000 |
| Q1 | 185000 |
| median | 280000 |
| Q3 | 420000 |
| 95-th percentile | 808146.85 |
| Maximum | 5.85 × 108 |
| Range | 5.8498933 × 108 |
| Interquartile range (IQR) | 235000 |
Descriptive statistics
| Standard deviation | 12483635 |
|---|---|
| Coefficient of variation (CV) | 16.307171 |
| Kurtosis | 1408.3731 |
| Mean | 765530.4 |
| Median Absolute Deviation (MAD) | 110000 |
| Skewness | 35.76611 |
| Sum | 7.7272639 × 109 |
| Variance | 1.5584115 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 250000 | 270 | 2.7% |
| 220000 | 204 | 2.0% |
| 180000 | 194 | 1.9% |
| 230000 | 193 | 1.9% |
| 350000 | 192 | 1.9% |
| 240000 | 177 | 1.8% |
| 150000 | 169 | 1.7% |
| 320000 | 167 | 1.7% |
| 200000 | 165 | 1.6% |
| 190000 | 163 | 1.6% |
| Other values (867) | 8200 |
| Value | Count | Frequency (%) |
| 10666 | 1 | |
| 11111 | 1 | |
| 12000 | 2 | |
| 15000 | 2 | |
| 18000 | 1 | |
| 19000 | 2 | |
| 20000 | 1 | |
| 22222 | 2 | |
| 23000 | 1 | |
| 24700 | 1 |
| Value | Count | Frequency (%) |
| 585000000 | 1 | |
| 570000000 | 1 | |
| 520000000 | 1 | |
| 330000000 | 2 | |
| 290000000 | 1 | |
| 280000000 | 2 | |
| 235000000 | 2 | |
| 230000000 | 1 | |
| 98218890 | 1 | |
| 80000000 | 1 |
location
Text
Missing
| Distinct | 773 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 3793 |
| Missing (%) | 37.6% |
| Memory size | 625.1 KiB |
Length
| Max length | 83 |
|---|---|
| Median length | 71 |
| Mean length | 14.762895 |
| Min length | 0 |
Unique
| Unique | 419 ? |
|---|---|
| Unique (%) | 6.6% |
Sample
| 1st row | Jardins de Carthage |
|---|---|
| 2nd row | Les Jardins du lac 2 |
| 3rd row | Les berges du lac 1 |
| 4th row | Ennasr 1-2 |
| 5th row | Aouina |
| Value | Count | Frequency (%) |
| tunis | 1485 | 8.8% |
| el | 1457 | 8.6% |
| la | 1114 | 6.6% |
| cité | 740 | 4.4% |
| soukra | 652 | 3.8% |
| 582 | 3.4% | |
| aouina | 492 | 2.9% |
| ariana | 483 | 2.8% |
| ennasr | 398 | 2.3% |
| carthage | 339 | 2.0% |
| Other values (573) | 9227 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 12088 | 13.0% |
| 11486 | 12.3% | |
| n | 6368 | 6.8% |
| i | 5686 | 6.1% |
| u | 5201 | 5.6% |
| e | 5061 | 5.4% |
| r | 5041 | 5.4% |
| o | 3931 | 4.2% |
| s | 3890 | 4.2% |
| l | 3390 | 3.6% |
| Other values (87) | 30879 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 93021 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 12088 | 13.0% |
| 11486 | 12.3% | |
| n | 6368 | 6.8% |
| i | 5686 | 6.1% |
| u | 5201 | 5.6% |
| e | 5061 | 5.4% |
| r | 5041 | 5.4% |
| o | 3931 | 4.2% |
| s | 3890 | 4.2% |
| l | 3390 | 3.6% |
| Other values (87) | 30879 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 93021 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 12088 | 13.0% |
| 11486 | 12.3% | |
| n | 6368 | 6.8% |
| i | 5686 | 6.1% |
| u | 5201 | 5.6% |
| e | 5061 | 5.4% |
| r | 5041 | 5.4% |
| o | 3931 | 4.2% |
| s | 3890 | 4.2% |
| l | 3390 | 3.6% |
| Other values (87) | 30879 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 93021 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 12088 | 13.0% |
| 11486 | 12.3% | |
| n | 6368 | 6.8% |
| i | 5686 | 6.1% |
| u | 5201 | 5.6% |
| e | 5061 | 5.4% |
| r | 5041 | 5.4% |
| o | 3931 | 4.2% |
| s | 3890 | 4.2% |
| l | 3390 | 3.6% |
| Other values (87) | 30879 |
state
Categorical
High correlation Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2057 |
| Missing (%) | 20.4% |
| Memory size | 608.8 KiB |
| Ariana | |
|---|---|
| Tunis | |
| Ben arous | |
| Manouba | 294 |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.2220978 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Tunis |
|---|---|
| 2nd row | Tunis |
| 3rd row | Tunis |
| 4th row | Ariana |
| 5th row | Ariana |
Common Values
| Value | Count | Frequency (%) |
| Ariana | 3406 | |
| Tunis | 2880 | |
| Ben arous | 1457 | |
| Manouba | 294 | 2.9% |
| (Missing) | 2057 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ariana | 3406 | |
| tunis | 2880 | |
| ben | 1457 | |
| arous | 1457 | |
| manouba | 294 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 8857 | |
| n | 8037 | |
| i | 6286 | |
| r | 4863 | |
| u | 4631 | |
| s | 4337 | |
| A | 3406 | 6.8% |
| T | 2880 | 5.8% |
| o | 1751 | 3.5% |
| B | 1457 | 2.9% |
| Other values (4) | 3502 | 7.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 50007 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 8857 | |
| n | 8037 | |
| i | 6286 | |
| r | 4863 | |
| u | 4631 | |
| s | 4337 | |
| A | 3406 | 6.8% |
| T | 2880 | 5.8% |
| o | 1751 | 3.5% |
| B | 1457 | 2.9% |
| Other values (4) | 3502 | 7.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 50007 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 8857 | |
| n | 8037 | |
| i | 6286 | |
| r | 4863 | |
| u | 4631 | |
| s | 4337 | |
| A | 3406 | 6.8% |
| T | 2880 | 5.8% |
| o | 1751 | 3.5% |
| B | 1457 | 2.9% |
| Other values (4) | 3502 | 7.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 50007 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 8857 | |
| n | 8037 | |
| i | 6286 | |
| r | 4863 | |
| u | 4631 | |
| s | 4337 | |
| A | 3406 | 6.8% |
| T | 2880 | 5.8% |
| o | 1751 | 3.5% |
| B | 1457 | 2.9% |
| Other values (4) | 3502 | 7.0% |
bedrooms
Real number (ℝ)
High correlation Skewed
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5974837 |
| Minimum | 0 |
|---|---|
| Maximum | 875 |
| Zeros | 46 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 875 |
| Range | 875 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 9.477479 |
|---|---|
| Coefficient of variation (CV) | 3.6487155 |
| Kurtosis | 7191.0616 |
| Mean | 2.5974837 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 80.686494 |
| Sum | 26219 |
| Variance | 89.822607 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 2 | 4079 | |
| 3 | 3497 | |
| 1 | 1347 | 13.3% |
| 4 | 928 | 9.2% |
| 5 | 177 | 1.8% |
| 0 | 46 | 0.5% |
| 6 | 13 | 0.1% |
| 216 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 46 | 0.5% |
| 1 | 1347 | 13.3% |
| 2 | 4079 | |
| 3 | 3497 | |
| 4 | 928 | 9.2% |
| 5 | 177 | 1.8% |
| 6 | 13 | 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875 | 1 | < 0.1% |
| 216 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 13 | 0.1% |
| 5 | 177 | 1.8% |
| 4 | 928 | 9.2% |
| 3 | 3497 | |
| 2 | 4079 |
rooms
Real number (ℝ)
High correlation Missing
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 5292 |
| Missing (%) | 52.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0547688 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.6102538 |
|---|---|
| Coefficient of variation (CV) | 0.52712787 |
| Kurtosis | 129.83003 |
| Mean | 3.0547688 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 8.125988 |
| Sum | 14669 |
| Variance | 2.5929173 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 3 | 1780 | 17.6% |
| 4 | 1164 | 11.5% |
| 2 | 1082 | 10.7% |
| 1 | 429 | 4.3% |
| 5 | 266 | 2.6% |
| 6 | 40 | 0.4% |
| 7 | 16 | 0.2% |
| 10 | 4 | < 0.1% |
| 0 | 3 | < 0.1% |
| 24 | 2 | < 0.1% |
| Other values (11) | 16 | 0.2% |
| (Missing) | 5292 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 429 | 4.3% |
| 2 | 1082 | |
| 3 | 1780 | |
| 4 | 1164 | |
| 5 | 266 | 2.6% |
| 6 | 40 | 0.4% |
| 7 | 16 | 0.2% |
| 8 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 34 | 2 | |
| 32 | 1 | |
| 31 | 1 | |
| 25 | 1 | |
| 24 | 2 | |
| 23 | 2 | |
| 22 | 1 | |
| 14 | 1 | |
| 13 | 2 | |
| 12 | 1 |
bathrooms
Real number (ℝ)
High correlation Skewed
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 10 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2302658 |
| Minimum | 0 |
|---|---|
| Maximum | 130 |
| Zeros | 19 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 130 |
| Range | 130 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.3956238 |
|---|---|
| Coefficient of variation (CV) | 1.1344084 |
| Kurtosis | 7195.108 |
| Mean | 1.2302658 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 78.417892 |
| Sum | 12406 |
| Variance | 1.9477658 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1 | 8219 | |
| 2 | 1552 | 15.4% |
| 3 | 253 | 2.5% |
| 4 | 28 | 0.3% |
| 0 | 19 | 0.2% |
| 5 | 8 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 130 | 1 | < 0.1% |
| (Missing) | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 19 | 0.2% |
| 1 | 8219 | |
| 2 | 1552 | 15.4% |
| 3 | 253 | 2.5% |
| 4 | 28 | 0.3% |
| 5 | 8 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 130 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 130 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 8 | 0.1% |
| 4 | 28 | 0.3% |
| 3 | 253 | 2.5% |
| 2 | 1552 | 15.4% |
| 1 | 8219 | |
| 0 | 19 | 0.2% |
surface
Real number (ℝ)
High correlation Skewed
| Distinct | 370 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.77144 |
| Minimum | -100 |
|---|---|
| Maximum | 159999 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 79.0 KiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 55 |
| Q1 | 90 |
| median | 117 |
| Q3 | 155 |
| 95-th percentile | 229.35 |
| Maximum | 159999 |
| Range | 160099 |
| Interquartile range (IQR) | 65 |
Descriptive statistics
| Standard deviation | 2372.581 |
|---|---|
| Coefficient of variation (CV) | 13.498103 |
| Kurtosis | 3484.256 |
| Mean | 175.77144 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | 58.186943 |
| Sum | 1774236.9 |
| Variance | 5629140.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 511 | 5.1% |
| 120 | 346 | 3.4% |
| 90 | 328 | 3.2% |
| 110 | 291 | 2.9% |
| 80 | 256 | 2.5% |
| 150 | 220 | 2.2% |
| 190.2748644 | 208 | 2.1% |
| 130 | 198 | 2.0% |
| 70 | 189 | 1.9% |
| 140 | 186 | 1.8% |
| Other values (360) | 7361 |
| Value | Count | Frequency (%) |
| -100 | 1 | < 0.1% |
| 0 | 5 | < 0.1% |
| 1 | 46 | |
| 5 | 5 | < 0.1% |
| 6 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 37 | |
| 12 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 159999 | 1 | < 0.1% |
| 123456 | 2 | < 0.1% |
| 19129 | 1 | < 0.1% |
| 13864 | 2 | < 0.1% |
| 5914 | 1 | < 0.1% |
| 5000 | 1 | < 0.1% |
| 1900 | 1 | < 0.1% |
| 1762 | 1 | < 0.1% |
| 1234 | 5 | |
| 1158 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| True | 5345 | |
| False | 4749 |
equipped_kitchen
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 8265 | |
| True | 1829 | 18.1% |
newMunipReport
Real number (ℝ)
High correlation
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.95743939 |
| Minimum | 0.44444444 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.0 KiB |
Quantile statistics
| Minimum | 0.44444444 |
|---|---|
| 5-th percentile | 0.75 |
| Q1 | 0.95238095 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.55555556 |
| Interquartile range (IQR) | 0.047619048 |
Descriptive statistics
| Standard deviation | 0.080747167 |
|---|---|
| Coefficient of variation (CV) | 0.084336583 |
| Kurtosis | 3.0536048 |
| Mean | 0.95743939 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.9612507 |
| Sum | 9664.3932 |
| Variance | 0.0065201049 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 7102 | |
| 0.96 | 250 | 2.5% |
| 0.8333333333 | 241 | 2.4% |
| 0.8571428571 | 185 | 1.8% |
| 0.8 | 168 | 1.7% |
| 0.9411764706 | 126 | 1.2% |
| 0.9166666667 | 119 | 1.2% |
| 0.75 | 118 | 1.2% |
| 0.9230769231 | 105 | 1.0% |
| 0.7692307692 | 90 | 0.9% |
| Other values (76) | 1590 | 15.8% |
| Value | Count | Frequency (%) |
| 0.4444444444 | 2 | < 0.1% |
| 0.4615384615 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.5333333333 | 1 | < 0.1% |
| 0.5714285714 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.625 | 1 | < 0.1% |
| 0.6315789474 | 3 | < 0.1% |
| 0.6428571429 | 1 | < 0.1% |
| 0.6666666667 | 55 |
| Value | Count | Frequency (%) |
| 1 | 7102 | |
| 0.9743589744 | 66 | 0.7% |
| 0.972972973 | 45 | 0.4% |
| 0.9714285714 | 8 | 0.1% |
| 0.9696969697 | 2 | < 0.1% |
| 0.9677419355 | 9 | 0.1% |
| 0.9655172414 | 15 | 0.1% |
| 0.962962963 | 11 | 0.1% |
| 0.96 | 250 | 2.5% |
| 0.9565217391 | 42 | 0.4% |
newMunip
Text
| Distinct | 242 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 678.2 KiB |
Length
| Max length | 29 |
|---|---|
| Median length | 22 |
| Mean length | 10.100852 |
| Min length | 5 |
Unique
| Unique | 28 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | JARDINS DE CARTHAGE |
|---|---|
| 2nd row | LES JARDINS |
| 3rd row | BERGE DU LAC |
| 4th row | ENNASR |
| 5th row | AOUINA |
| Value | Count | Frequency (%) |
| el | 1635 | 8.7% |
| aouina | 912 | 4.8% |
| soukra | 908 | 4.8% |
| ennasr | 732 | 3.9% |
| jardins | 632 | 3.4% |
| ain | 586 | 3.1% |
| zaghouan | 586 | 3.1% |
| carthage | 499 | 2.7% |
| menzah | 490 | 2.6% |
| de | 486 | 2.6% |
| Other values (245) | 11339 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 15577 | |
| E | 9597 | 9.4% |
| 8711 | 8.5% | |
| R | 7661 | 7.5% |
| N | 7469 | 7.3% |
| O | 5693 | 5.6% |
| I | 5408 | 5.3% |
| U | 5276 | 5.2% |
| L | 4591 | 4.5% |
| S | 4205 | 4.1% |
| Other values (30) | 27770 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 101958 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 15577 | |
| E | 9597 | 9.4% |
| 8711 | 8.5% | |
| R | 7661 | 7.5% |
| N | 7469 | 7.3% |
| O | 5693 | 5.6% |
| I | 5408 | 5.3% |
| U | 5276 | 5.2% |
| L | 4591 | 4.5% |
| S | 4205 | 4.1% |
| Other values (30) | 27770 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 101958 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 15577 | |
| E | 9597 | 9.4% |
| 8711 | 8.5% | |
| R | 7661 | 7.5% |
| N | 7469 | 7.3% |
| O | 5693 | 5.6% |
| I | 5408 | 5.3% |
| U | 5276 | 5.2% |
| L | 4591 | 4.5% |
| S | 4205 | 4.1% |
| Other values (30) | 27770 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 101958 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 15577 | |
| E | 9597 | 9.4% |
| 8711 | 8.5% | |
| R | 7661 | 7.5% |
| N | 7469 | 7.3% |
| O | 5693 | 5.6% |
| I | 5408 | 5.3% |
| U | 5276 | 5.2% |
| L | 4591 | 4.5% |
| S | 4205 | 4.1% |
| Other values (30) | 27770 |
NewDelegationReport
Real number (ℝ)
High correlation
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.96295522 |
| Minimum | 0.44444444 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.0 KiB |
Quantile statistics
| Minimum | 0.44444444 |
|---|---|
| 5-th percentile | 0.69565217 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.55555556 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.097442248 |
|---|---|
| Coefficient of variation (CV) | 0.10119084 |
| Kurtosis | 5.2489578 |
| Mean | 0.96295522 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.5706652 |
| Sum | 9720.07 |
| Variance | 0.0094949918 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 8545 | |
| 0.6666666667 | 233 | 2.3% |
| 0.75 | 158 | 1.6% |
| 0.7058823529 | 90 | 0.9% |
| 0.9090909091 | 86 | 0.9% |
| 0.7368421053 | 69 | 0.7% |
| 0.9333333333 | 64 | 0.6% |
| 0.8235294118 | 60 | 0.6% |
| 0.625 | 58 | 0.6% |
| 0.8888888889 | 57 | 0.6% |
| Other values (61) | 674 | 6.7% |
| Value | Count | Frequency (%) |
| 0.4444444444 | 3 | < 0.1% |
| 0.4545454545 | 1 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.5333333333 | 1 | < 0.1% |
| 0.5454545455 | 3 | < 0.1% |
| 0.56 | 1 | < 0.1% |
| 0.5714285714 | 7 | |
| 0.5833333333 | 5 | |
| 0.5882352941 | 9 | |
| 0.5925925926 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 8545 | |
| 0.9677419355 | 10 | 0.1% |
| 0.9655172414 | 3 | < 0.1% |
| 0.96 | 1 | < 0.1% |
| 0.9565217391 | 4 | < 0.1% |
| 0.9523809524 | 16 | 0.2% |
| 0.9473684211 | 27 | 0.3% |
| 0.9411764706 | 37 | 0.4% |
| 0.9375 | 1 | < 0.1% |
| 0.9333333333 | 64 | 0.6% |
NewDelegation
Categorical
High correlation
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 650.6 KiB |
| SOUKRA | |
|---|---|
| MARSA | |
| EL MNIHLA | |
| ARIANA VILLE | |
| RADES | |
| Other values (44) |
Length
| Max length | 29 |
|---|---|
| Median length | 19 |
| Mean length | 8.0294234 |
| Min length | 4 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | MARSA |
|---|---|
| 2nd row | BAB BHAR |
| 3rd row | RADES |
| 4th row | EL MNIHLA |
| 5th row | SOUKRA |
Common Values
| Value | Count | Frequency (%) |
| SOUKRA | 2304 | |
| MARSA | 1548 | |
| EL MNIHLA | 656 | 6.5% |
| ARIANA VILLE | 569 | 5.6% |
| RADES | 471 | 4.7% |
| EL MENZAH | 457 | 4.5% |
| EL MOUROUJ | 373 | 3.7% |
| MANOUBA | 306 | 3.0% |
| RAOUED | 305 | 3.0% |
| CARTHAGE | 284 | 2.8% |
| Other values (39) | 2821 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| el | 2388 | |
| soukra | 2304 | |
| marsa | 1548 | 10.3% |
| mnihla | 656 | 4.4% |
| ariana | 569 | 3.8% |
| ville | 569 | 3.8% |
| rades | 471 | 3.1% |
| menzah | 457 | 3.0% |
| mourouj | 373 | 2.5% |
| medina | 321 | 2.1% |
| Other values (57) | 5336 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 14478 | |
| R | 7653 | |
| E | 7126 | 8.8% |
| L | 5633 | 7.0% |
| O | 5371 | 6.6% |
| U | 5048 | 6.2% |
| S | 4939 | 6.1% |
| 4899 | 6.0% | |
| M | 4402 | 5.4% |
| I | 3547 | 4.4% |
| Other values (16) | 17953 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 81049 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 14478 | |
| R | 7653 | |
| E | 7126 | 8.8% |
| L | 5633 | 7.0% |
| O | 5371 | 6.6% |
| U | 5048 | 6.2% |
| S | 4939 | 6.1% |
| 4899 | 6.0% | |
| M | 4402 | 5.4% |
| I | 3547 | 4.4% |
| Other values (16) | 17953 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 81049 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 14478 | |
| R | 7653 | |
| E | 7126 | 8.8% |
| L | 5633 | 7.0% |
| O | 5371 | 6.6% |
| U | 5048 | 6.2% |
| S | 4939 | 6.1% |
| 4899 | 6.0% | |
| M | 4402 | 5.4% |
| I | 3547 | 4.4% |
| Other values (16) | 17953 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 81049 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 14478 | |
| R | 7653 | |
| E | 7126 | 8.8% |
| L | 5633 | 7.0% |
| O | 5371 | 6.6% |
| U | 5048 | 6.2% |
| S | 4939 | 6.1% |
| 4899 | 6.0% | |
| M | 4402 | 5.4% |
| I | 3547 | 4.4% |
| Other values (16) | 17953 |
NewStateReport
Real number (ℝ)
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.99636046 |
| Minimum | 0.5 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.0 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.037257219 |
|---|---|
| Coefficient of variation (CV) | 0.037393314 |
| Kurtosis | 105.25278 |
| Mean | 0.99636046 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -10.293379 |
| Sum | 10057.263 |
| Variance | 0.0013881004 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 1 | 9996 | |
| 0.6153846154 | 30 | 0.3% |
| 0.6666666667 | 19 | 0.2% |
| 0.6 | 17 | 0.2% |
| 0.5714285714 | 12 | 0.1% |
| 0.625 | 6 | 0.1% |
| 0.6315789474 | 2 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.5454545455 | 2 | < 0.1% |
| 0.9230769231 | 2 | < 0.1% |
| Other values (6) | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 0.5 | 2 | < 0.1% |
| 0.5454545455 | 2 | < 0.1% |
| 0.5555555556 | 1 | < 0.1% |
| 0.5714285714 | 12 | 0.1% |
| 0.5882352941 | 1 | < 0.1% |
| 0.6 | 17 | |
| 0.6153846154 | 30 | |
| 0.625 | 6 | 0.1% |
| 0.6315789474 | 2 | < 0.1% |
| 0.6666666667 | 19 |
| Value | Count | Frequency (%) |
| 1 | 9996 | |
| 0.9230769231 | 2 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.7272727273 | 1 | < 0.1% |
| 0.7058823529 | 1 | < 0.1% |
| 0.6666666667 | 19 | 0.2% |
| 0.6315789474 | 2 | < 0.1% |
| 0.625 | 6 | 0.1% |
| 0.6153846154 | 30 | 0.3% |
NewState
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 622.4 KiB |
| TUNIS | |
|---|---|
| ARIANA | |
| BEN AROUS | |
| MANOUBA |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.1278978 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TUNIS |
|---|---|
| 2nd row | TUNIS |
| 3rd row | TUNIS |
| 4th row | ARIANA |
| 5th row | ARIANA |
Common Values
| Value | Count | Frequency (%) |
| TUNIS | 4048 | |
| ARIANA | 3967 | |
| BEN AROUS | 1630 | |
| MANOUBA | 449 | 4.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| tunis | 4048 | |
| ariana | 3967 | |
| ben | 1630 | |
| arous | 1630 | |
| manouba | 449 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 14429 | |
| N | 10094 | |
| I | 8015 | |
| U | 6127 | |
| S | 5678 | 9.2% |
| R | 5597 | 9.0% |
| T | 4048 | 6.5% |
| B | 2079 | 3.4% |
| O | 2079 | 3.4% |
| E | 1630 | 2.6% |
| Other values (2) | 2079 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 61855 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 14429 | |
| N | 10094 | |
| I | 8015 | |
| U | 6127 | |
| S | 5678 | 9.2% |
| R | 5597 | 9.0% |
| T | 4048 | 6.5% |
| B | 2079 | 3.4% |
| O | 2079 | 3.4% |
| E | 1630 | 2.6% |
| Other values (2) | 2079 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 61855 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 14429 | |
| N | 10094 | |
| I | 8015 | |
| U | 6127 | |
| S | 5678 | 9.2% |
| R | 5597 | 9.0% |
| T | 4048 | 6.5% |
| B | 2079 | 3.4% |
| O | 2079 | 3.4% |
| E | 1630 | 2.6% |
| Other values (2) | 2079 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 61855 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 14429 | |
| N | 10094 | |
| I | 8015 | |
| U | 6127 | |
| S | 5678 | 9.2% |
| R | 5597 | 9.0% |
| T | 4048 | 6.5% |
| B | 2079 | 3.4% |
| O | 2079 | 3.4% |
| E | 1630 | 2.6% |
| Other values (2) | 2079 | 3.4% |
| Value | Count | Frequency (%) |
| True | 5872 | |
| False | 4222 |
heating
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.0 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 5291 | |
| False | 4803 |
air_conditioning
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 5595 | |
| True | 4499 |
| Value | Count | Frequency (%) |
| False | 10094 |
| Value | Count | Frequency (%) |
| False | 6653 | |
| True | 3441 |
etage_count
Real number (ℝ)
Missing Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2007 |
| Missing (%) | 19.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.64288364 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 3838 |
| Zeros (%) | 38.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.72793182 |
|---|---|
| Coefficient of variation (CV) | 1.1322917 |
| Kurtosis | 10.176314 |
| Mean | 0.64288364 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.6473388 |
| Sum | 5199 |
| Variance | 0.52988473 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 3838 | |
| 1 | 3459 | |
| 2 | 680 | 6.7% |
| 3 | 81 | 0.8% |
| 4 | 20 | 0.2% |
| 6 | 5 | < 0.1% |
| 5 | 3 | < 0.1% |
| 12 | 1 | < 0.1% |
| (Missing) | 2007 |
| Value | Count | Frequency (%) |
| 0 | 3838 | |
| 1 | 3459 | |
| 2 | 680 | 6.7% |
| 3 | 81 | 0.8% |
| 4 | 20 | 0.2% |
| 5 | 3 | < 0.1% |
| 6 | 5 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 3 | < 0.1% |
| 4 | 20 | 0.2% |
| 3 | 81 | 0.8% |
| 2 | 680 | 6.7% |
| 1 | 3459 | |
| 0 | 3838 |
rez_de_chaussee_count
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2007 |
| Missing (%) | 19.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.21392358 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 6688 |
| Zeros (%) | 66.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.52301853 |
|---|---|
| Coefficient of variation (CV) | 2.4448849 |
| Kurtosis | 13.40236 |
| Mean | 0.21392358 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.0998924 |
| Sum | 1730 |
| Variance | 0.27354838 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 6688 | |
| 1 | 1133 | 11.2% |
| 2 | 224 | 2.2% |
| 3 | 25 | 0.2% |
| 4 | 12 | 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
| (Missing) | 2007 | 19.9% |
| Value | Count | Frequency (%) |
| 0 | 6688 | |
| 1 | 1133 | 11.2% |
| 2 | 224 | 2.2% |
| 3 | 25 | 0.2% |
| 4 | 12 | 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 4 | < 0.1% |
| 4 | 12 | 0.1% |
| 3 | 25 | 0.2% |
| 2 | 224 | 2.2% |
| 1 | 1133 | 11.2% |
| 0 | 6688 |
floor
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 4217 |
| Missing (%) | 41.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1873405 |
| Minimum | -1 |
|---|---|
| Maximum | 20 |
| Zeros | 1164 |
| Zeros (%) | 11.5% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 79.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 20 |
| Range | 21 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.925817 |
|---|---|
| Coefficient of variation (CV) | 0.88043767 |
| Kurtosis | 4.2614921 |
| Mean | 2.1873405 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3138118 |
| Sum | 12855 |
| Variance | 3.708771 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 1 | 1414 | 14.0% |
| 0 | 1164 | 11.5% |
| 2 | 1157 | 11.5% |
| 3 | 817 | 8.1% |
| 4 | 648 | 6.4% |
| 5 | 277 | 2.7% |
| 6 | 223 | 2.2% |
| 7 | 124 | 1.2% |
| 8 | 24 | 0.2% |
| 9 | 15 | 0.1% |
| Other values (6) | 14 | 0.1% |
| (Missing) | 4217 |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| 0 | 1164 | |
| 1 | 1414 | |
| 2 | 1157 | |
| 3 | 817 | |
| 4 | 648 | |
| 5 | 277 | 2.7% |
| 6 | 223 | 2.2% |
| 7 | 124 | 1.2% |
| 8 | 24 | 0.2% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| 18 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 8 | 0.1% |
| 9 | 15 | 0.1% |
| 8 | 24 | 0.2% |
| 7 | 124 | |
| 6 | 223 | |
| 5 | 277 |
description
Text
| Distinct | 10078 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 16 |
| Missing (%) | 0.2% |
| Memory size | 12.7 MiB |
Length
| Max length | 5229 |
|---|---|
| Median length | 1149 |
| Mean length | 497.17136 |
| Min length | 9 |
Unique
| Unique | 10078 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Green Immobilière vous propose à la vente un bel appartement dans une résidence sécurisée et proche de toutes commodités a el nasr 2. Il est composé : -un salon salle à manger avec terrasse -une salle d'eau -une cuisine équipée avec séchoir -deux chambres à coucher avec une salle de bain commune -une suite parentale -une place de parking au sous-sol Prix demandé : 400.000 MDT |
|---|---|
| 2nd row | opportunité à saisir : appartement s+4 à vendre à L'Ariana, au sein d'une résidence privée avec stationnement collectif. l'appartement se compose d'un séjour lumineux avec balcon, de quatre chambres, ainsi que d'une cuisine et d'une salle de bain. titre foncier individuel. prix négociable. |
| 3rd row | L'agence immobilière Good Life vous propose à la vente un appartement S+3, qui occupe le premier étage d’un immeuble R+5 avec double ascenseur, situé à Jardins d’El Menzah. Cet appartement, construit en 2006, offre une superficie totale de 157 (140 net). Il se compose d’un salon lumineux avec un grand balcon, de trois chambres à coucher équipées de dressings, d’une salle de bain, d’une salle d’eau, d’un dressing supplémentaire dans le couloir, ainsi que d’une cuisine avec séchoir. Une place de parking est incluse au sous-sol. L’appartement est équipé de chauffage central, de deux climatiseurs et d’un interphone. La résidence est sécurisée et bénéficie d’un service de gardiennage. Papier: TF en cours. Le prix demandé est de 365 000 dinars. Pour plus d’informations, veuillez contacter votre courtier en immobilier, Mr Slim Dhouib. |
| 4th row | La Croisette Immobilière Tunisie vous propose à la vente un appartement S+1 occupant le rez-de-chaussée d’une résidence gardée à La Nouvelle Soukra, à Ain Zaghouan. Ce dernier fait 77 mètres carrés et se compose d'un grand salon, d'une cuisine aménagée et équipée, d'une chambre à coucher avec placard attenante à une terrasse et d’une salle d'eau avec douche. L'appartement est équipé du chauffage central et de climatiseurs. Réf :MAV1783 |
| 5th row | A vendre un appartement de 83 net au titre foncier à l ariana essoughra tout prés de l université ESPRIT Ariana au 2ème étage dans une résidence prés de toutes commodités composé d un salon cuisine bien équipée deux chambres et sdb prix négociable. |
| Value | Count | Frequency (%) |
| de | 35363 | 4.3% |
| à | 25279 | 3.1% |
| 22137 | 2.7% | |
| et | 21785 | 2.7% |
| une | 20702 | 2.5% |
| un | 18768 | 2.3% |
| avec | 16306 | 2.0% |
| appartement | 12078 | 1.5% |
| salle | 12021 | 1.5% |
| la | 11672 | 1.4% |
| Other values (24606) | 624900 |
Most occurring characters
| Value | Count | Frequency (%) |
| 811140 | ||
| e | 549568 | 11.0% |
| a | 315628 | 6.3% |
| n | 293441 | 5.9% |
| s | 258561 | 5.2% |
| i | 249635 | 5.0% |
| t | 240004 | 4.8% |
| r | 239260 | 4.8% |
| u | 219101 | 4.4% |
| o | 175456 | 3.5% |
| Other values (578) | 1658699 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5010493 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 811140 | ||
| e | 549568 | 11.0% |
| a | 315628 | 6.3% |
| n | 293441 | 5.9% |
| s | 258561 | 5.2% |
| i | 249635 | 5.0% |
| t | 240004 | 4.8% |
| r | 239260 | 4.8% |
| u | 219101 | 4.4% |
| o | 175456 | 3.5% |
| Other values (578) | 1658699 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5010493 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 811140 | ||
| e | 549568 | 11.0% |
| a | 315628 | 6.3% |
| n | 293441 | 5.9% |
| s | 258561 | 5.2% |
| i | 249635 | 5.0% |
| t | 240004 | 4.8% |
| r | 239260 | 4.8% |
| u | 219101 | 4.4% |
| o | 175456 | 3.5% |
| Other values (578) | 1658699 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5010493 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 811140 | ||
| e | 549568 | 11.0% |
| a | 315628 | 6.3% |
| n | 293441 | 5.9% |
| s | 258561 | 5.2% |
| i | 249635 | 5.0% |
| t | 240004 | 4.8% |
| r | 239260 | 4.8% |
| u | 219101 | 4.4% |
| o | 175456 | 3.5% |
| Other values (578) | 1658699 |
date
Unsupported
Missing Rejected Unsupported
| Missing | 6908 |
|---|---|
| Missing (%) | 68.4% |
| Memory size | 473.2 KiB |
Missing
| Distinct | 3803 |
|---|---|
| Distinct (%) | 75.7% |
| Missing | 5073 |
| Missing (%) | 50.3% |
| Memory size | 999.5 KiB |
Length
| Max length | 6479 |
|---|---|
| Median length | 943 |
| Mean length | 74.626768 |
| Min length | 14 |
Unique
| Unique | 3132 ? |
|---|---|
| Unique (%) | 62.4% |
Sample
| 1st row | a vendre etage de villa situe |
|---|---|
| 2nd row | s+3 occupant le rez-de-chaussee d'une residence gardee |
| 3rd row | à coucher qui partage une salle de |
| 4th row | un etage de villa situe |
| 5th row | luxe au dernier etage avec une vue |
| Value | Count | Frequency (%) |
| etage | 5314 | 8.1% |
| au | 5227 | 8.0% |
| residence | 1693 | 2.6% |
| avec | 1688 | 2.6% |
| une | 1660 | 2.5% |
| 1585 | 2.4% | |
| situe | 1438 | 2.2% |
| de | 1432 | 2.2% |
| rdc | 1410 | 2.2% |
| dans | 1098 | 1.7% |
| Other values (2393) | 42831 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 65699 | |
| 60355 | ||
| a | 30752 | 8.2% |
| s | 21058 | 5.6% |
| u | 20664 | 5.5% |
| t | 19583 | 5.2% |
| r | 18200 | 4.9% |
| n | 18089 | 4.8% |
| i | 13763 | 3.7% |
| d | 13452 | 3.6% |
| Other values (104) | 93086 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 374701 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 65699 | |
| 60355 | ||
| a | 30752 | 8.2% |
| s | 21058 | 5.6% |
| u | 20664 | 5.5% |
| t | 19583 | 5.2% |
| r | 18200 | 4.9% |
| n | 18089 | 4.8% |
| i | 13763 | 3.7% |
| d | 13452 | 3.6% |
| Other values (104) | 93086 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 374701 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 65699 | |
| 60355 | ||
| a | 30752 | 8.2% |
| s | 21058 | 5.6% |
| u | 20664 | 5.5% |
| t | 19583 | 5.2% |
| r | 18200 | 4.9% |
| n | 18089 | 4.8% |
| i | 13763 | 3.7% |
| d | 13452 | 3.6% |
| Other values (104) | 93086 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 374701 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 65699 | |
| 60355 | ||
| a | 30752 | 8.2% |
| s | 21058 | 5.6% |
| u | 20664 | 5.5% |
| t | 19583 | 5.2% |
| r | 18200 | 4.9% |
| n | 18089 | 4.8% |
| i | 13763 | 3.7% |
| d | 13452 | 3.6% |
| Other values (104) | 93086 |
Etat
Categorical
High correlation Missing
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 8881 |
| Missing (%) | 88.0% |
| Memory size | 583.9 KiB |
| nouveau | |
|---|---|
| bon état | |
| Bon état | |
| Nouveau | |
| à rénover | 12 |
| Other values (4) | 6 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.5391591 |
| Min length | 4 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Nouveau |
|---|---|
| 2nd row | nouveau |
| 3rd row | nouveau |
| 4th row | nouveau |
| 5th row | bon état |
Common Values
| Value | Count | Frequency (%) |
| nouveau | 376 | 3.7% |
| bon état | 361 | 3.6% |
| Bon état | 275 | 2.7% |
| Nouveau | 183 | 1.8% |
| à rénover | 12 | 0.1% |
| À rénover | 2 | < 0.1% |
| vide | 2 | < 0.1% |
| neuf é | 1 | < 0.1% |
| Neuf | 1 | < 0.1% |
| (Missing) | 8881 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| bon | 636 | |
| état | 636 | |
| nouveau | 559 | |
| à | 14 | 0.8% |
| rénover | 14 | 0.8% |
| vide | 2 | 0.1% |
| neuf | 2 | 0.1% |
| é | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 1272 | |
| o | 1209 | |
| a | 1195 | |
| u | 1120 | |
| n | 1027 | |
| 651 | ||
| é | 651 | |
| e | 577 | |
| v | 575 | |
| b | 361 | 3.9% |
| Other values (8) | 507 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9145 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 1272 | |
| o | 1209 | |
| a | 1195 | |
| u | 1120 | |
| n | 1027 | |
| 651 | ||
| é | 651 | |
| e | 577 | |
| v | 575 | |
| b | 361 | 3.9% |
| Other values (8) | 507 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9145 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 1272 | |
| o | 1209 | |
| a | 1195 | |
| u | 1120 | |
| n | 1027 | |
| 651 | ||
| é | 651 | |
| e | 577 | |
| v | 575 | |
| b | 361 | 3.9% |
| Other values (8) | 507 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9145 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 1272 | |
| o | 1209 | |
| a | 1195 | |
| u | 1120 | |
| n | 1027 | |
| 651 | ||
| é | 651 | |
| e | 577 | |
| v | 575 | |
| b | 361 | 3.9% |
| Other values (8) | 507 | 5.5% |
age
Categorical
High correlation Missing
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 8833 |
| Missing (%) | 87.5% |
| Memory size | 567.7 KiB |
| 10-20 years | |
|---|---|
| Less than a year | |
| 5-10 years | |
| 1-5 years | |
| 20-30 years | |
| Other values (4) |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 11.598731 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Less than a year |
|---|---|
| 2nd row | Less than a year |
| 3rd row | Less than a year |
| 4th row | 10-20 years |
| 5th row | Less than a year |
Common Values
| Value | Count | Frequency (%) |
| 10-20 years | 304 | 3.0% |
| Less than a year | 285 | 2.8% |
| 5-10 years | 276 | 2.7% |
| 1-5 years | 215 | 2.1% |
| 20-30 years | 109 | 1.1% |
| 30-50 years | 56 | 0.6% |
| 50-70 years | 8 | 0.1% |
| 70-100 years | 4 | < 0.1% |
| More than 100 years | 4 | < 0.1% |
| (Missing) | 8833 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| years | 976 | |
| 10-20 | 304 | 9.8% |
| than | 289 | 9.3% |
| less | 285 | 9.2% |
| a | 285 | 9.2% |
| year | 285 | 9.2% |
| 5-10 | 276 | 8.9% |
| 1-5 | 215 | 6.9% |
| 20-30 | 109 | 3.5% |
| 30-50 | 56 | 1.8% |
| Other values (4) | 20 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1839 | ||
| a | 1835 | |
| e | 1550 | |
| s | 1546 | |
| r | 1265 | |
| y | 1261 | |
| 0 | 1250 | |
| - | 972 | |
| 1 | 803 | |
| 5 | 555 | 3.8% |
| Other values (9) | 1750 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14626 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1839 | ||
| a | 1835 | |
| e | 1550 | |
| s | 1546 | |
| r | 1265 | |
| y | 1261 | |
| 0 | 1250 | |
| - | 972 | |
| 1 | 803 | |
| 5 | 555 | 3.8% |
| Other values (9) | 1750 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14626 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1839 | ||
| a | 1835 | |
| e | 1550 | |
| s | 1546 | |
| r | 1265 | |
| y | 1261 | |
| 0 | 1250 | |
| - | 972 | |
| 1 | 803 | |
| 5 | 555 | 3.8% |
| Other values (9) | 1750 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14626 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1839 | ||
| a | 1835 | |
| e | 1550 | |
| s | 1546 | |
| r | 1265 | |
| y | 1261 | |
| 0 | 1250 | |
| - | 972 | |
| 1 | 803 | |
| 5 | 555 | 3.8% |
| Other values (9) | 1750 |
delegation
Categorical
High correlation Missing
| Distinct | 45 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 7141 |
| Missing (%) | 70.7% |
| Memory size | 585.8 KiB |
| La Marsa | |
|---|---|
| Ariana Ville | |
| La Soukra | |
| Ain Zaghouan | |
| El Mourouj | |
| Other values (40) |
Length
| Max length | 21 |
|---|---|
| Median length | 17 |
| Mean length | 9.7389096 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ariana Ville |
|---|---|
| 2nd row | El Menzah |
| 3rd row | Ariana Ville |
| 4th row | Ain Zaghouan |
| 5th row | Raoued |
Common Values
| Value | Count | Frequency (%) |
| La Marsa | 419 | 4.2% |
| Ariana Ville | 358 | 3.5% |
| La Soukra | 355 | 3.5% |
| Ain Zaghouan | 299 | 3.0% |
| El Mourouj | 184 | 1.8% |
| El Menzah | 143 | 1.4% |
| Bab Bhar | 126 | 1.2% |
| Raoued | 94 | 0.9% |
| Rades | 75 | 0.7% |
| Nouvelle Medina | 70 | 0.7% |
| Other values (35) | 830 | 8.2% |
| (Missing) | 7141 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| la | 829 | |
| el | 586 | 10.4% |
| marsa | 419 | 7.5% |
| ville | 358 | 6.4% |
| ariana | 358 | 6.4% |
| soukra | 355 | 6.3% |
| ain | 299 | 5.3% |
| zaghouan | 299 | 5.3% |
| mourouj | 184 | 3.3% |
| bab | 146 | 2.6% |
| Other values (50) | 1785 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 5212 | |
| 2665 | 9.3% | |
| r | 1999 | 7.0% |
| l | 1556 | 5.4% |
| o | 1537 | 5.3% |
| u | 1533 | 5.3% |
| n | 1497 | 5.2% |
| i | 1460 | 5.1% |
| e | 1334 | 4.6% |
| M | 1020 | 3.5% |
| Other values (34) | 8946 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 28759 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 5212 | |
| 2665 | 9.3% | |
| r | 1999 | 7.0% |
| l | 1556 | 5.4% |
| o | 1537 | 5.3% |
| u | 1533 | 5.3% |
| n | 1497 | 5.2% |
| i | 1460 | 5.1% |
| e | 1334 | 4.6% |
| M | 1020 | 3.5% |
| Other values (34) | 8946 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 28759 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 5212 | |
| 2665 | 9.3% | |
| r | 1999 | 7.0% |
| l | 1556 | 5.4% |
| o | 1537 | 5.3% |
| u | 1533 | 5.3% |
| n | 1497 | 5.2% |
| i | 1460 | 5.1% |
| e | 1334 | 4.6% |
| M | 1020 | 3.5% |
| Other values (34) | 8946 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 28759 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 5212 | |
| 2665 | 9.3% | |
| r | 1999 | 7.0% |
| l | 1556 | 5.4% |
| o | 1537 | 5.3% |
| u | 1533 | 5.3% |
| n | 1497 | 5.2% |
| i | 1460 | 5.1% |
| e | 1334 | 4.6% |
| M | 1020 | 3.5% |
| Other values (34) | 8946 |
municipality
Text
Missing
| Distinct | 192 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 6898 |
| Missing (%) | 68.3% |
| Memory size | 429.9 KiB |
Length
| Max length | 29 |
|---|---|
| Median length | 22 |
| Mean length | 11.441802 |
| Min length | 5 |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | Cite Ennasr 2 |
|---|---|
| 2nd row | El Menzah 9 |
| 3rd row | Cite Ennasr 2 |
| 4th row | Ain Zaghouan |
| 5th row | Ariana Essoughra |
| Value | Count | Frequency (%) |
| el | 796 | 11.3% |
| cite | 459 | 6.5% |
| la | 366 | 5.2% |
| aouina | 249 | 3.5% |
| 2 | 222 | 3.2% |
| ain | 211 | 3.0% |
| zaghouan | 211 | 3.0% |
| ennasr | 208 | 3.0% |
| 1 | 204 | 2.9% |
| jardins | 198 | 2.8% |
| Other values (197) | 3917 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 4790 | 13.1% |
| 3845 | 10.5% | |
| n | 2498 | 6.8% |
| e | 2430 | 6.6% |
| r | 2353 | 6.4% |
| i | 1961 | 5.4% |
| o | 1898 | 5.2% |
| u | 1817 | 5.0% |
| l | 1399 | 3.8% |
| E | 1160 | 3.2% |
| Other values (52) | 12417 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36568 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 4790 | 13.1% |
| 3845 | 10.5% | |
| n | 2498 | 6.8% |
| e | 2430 | 6.6% |
| r | 2353 | 6.4% |
| i | 1961 | 5.4% |
| o | 1898 | 5.2% |
| u | 1817 | 5.0% |
| l | 1399 | 3.8% |
| E | 1160 | 3.2% |
| Other values (52) | 12417 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36568 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 4790 | 13.1% |
| 3845 | 10.5% | |
| n | 2498 | 6.8% |
| e | 2430 | 6.6% |
| r | 2353 | 6.4% |
| i | 1961 | 5.4% |
| o | 1898 | 5.2% |
| u | 1817 | 5.0% |
| l | 1399 | 3.8% |
| E | 1160 | 3.2% |
| Other values (52) | 12417 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36568 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 4790 | 13.1% |
| 3845 | 10.5% | |
| n | 2498 | 6.8% |
| e | 2430 | 6.6% |
| r | 2353 | 6.4% |
| i | 1961 | 5.4% |
| o | 1898 | 5.2% |
| u | 1817 | 5.0% |
| l | 1399 | 3.8% |
| E | 1160 | 3.2% |
| Other values (52) | 12417 |
Interactions
Correlations
| Etat | NewDelegation | NewDelegationReport | NewState | NewStateReport | age | air_conditioning | balcony | bathrooms | bedrooms | delegation | elevator | equipped_kitchen | etage_count | floor | heating | newMunipReport | parking | price | rez_de_chaussee_count | rooms | state | surface | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Etat | 1.000 | 0.332 | 0.000 | 0.435 | 0.000 | 0.354 | 0.320 | 0.219 | 1.000 | 1.000 | 0.000 | 0.218 | 0.301 | 0.000 | 0.067 | 0.327 | 0.144 | 0.188 | 0.000 | 0.000 | 0.000 | 0.596 | 1.000 |
| NewDelegation | 0.332 | 1.000 | 0.308 | 0.929 | 0.057 | 0.277 | 0.321 | 0.159 | 0.000 | 0.104 | 0.889 | 0.232 | 0.188 | 0.035 | 0.100 | 0.294 | 0.265 | 0.204 | 0.030 | 0.054 | 0.034 | 0.851 | 0.049 |
| NewDelegationReport | 0.000 | 0.308 | 1.000 | 0.125 | 0.236 | 0.075 | 0.049 | 0.076 | -0.058 | -0.061 | 0.480 | 0.054 | 0.065 | 0.068 | -0.053 | 0.023 | 0.624 | 0.054 | 0.030 | 0.016 | -0.065 | 0.110 | 0.004 |
| NewState | 0.435 | 0.929 | 0.125 | 1.000 | 0.040 | 0.224 | 0.192 | 0.091 | 0.006 | 0.009 | 0.867 | 0.124 | 0.134 | 0.022 | 0.075 | 0.178 | 0.241 | 0.083 | 0.005 | 0.008 | 0.064 | 0.861 | 0.000 |
| NewStateReport | 0.000 | 0.057 | 0.236 | 0.040 | 1.000 | 0.149 | 0.034 | 0.000 | 0.003 | -0.030 | 1.000 | 0.022 | 0.000 | 0.011 | -0.003 | 0.032 | 0.162 | 0.041 | -0.031 | -0.010 | -0.029 | 1.000 | -0.029 |
| age | 0.354 | 0.277 | 0.075 | 0.224 | 0.149 | 1.000 | 0.265 | 0.099 | 1.000 | 1.000 | 0.000 | 0.371 | 0.380 | 0.157 | 0.072 | 0.341 | 0.061 | 0.259 | 0.059 | 0.054 | 0.000 | 0.228 | 1.000 |
| air_conditioning | 0.320 | 0.321 | 0.049 | 0.192 | 0.034 | 0.265 | 1.000 | 0.305 | 0.000 | 0.011 | 0.312 | 0.339 | 0.412 | 0.074 | 0.101 | 0.695 | 0.119 | 0.334 | 0.000 | 0.047 | 0.045 | 0.215 | 0.010 |
| balcony | 0.219 | 0.159 | 0.076 | 0.091 | 0.000 | 0.099 | 0.305 | 1.000 | 0.000 | 0.004 | 0.135 | 0.217 | 0.249 | 0.092 | 0.095 | 0.281 | 0.046 | 0.219 | 0.014 | 0.027 | 0.066 | 0.094 | 0.011 |
| bathrooms | 1.000 | 0.000 | -0.058 | 0.006 | 0.003 | 1.000 | 0.000 | 0.000 | 1.000 | 0.306 | 1.000 | 0.007 | 0.000 | -0.016 | 0.065 | 0.005 | -0.015 | 0.000 | 0.315 | -0.014 | 0.242 | 0.000 | 0.321 |
| bedrooms | 1.000 | 0.104 | -0.061 | 0.009 | -0.030 | 1.000 | 0.011 | 0.004 | 0.306 | 1.000 | 0.145 | 0.003 | 0.000 | 0.123 | 0.090 | 0.015 | -0.035 | 0.005 | 0.372 | -0.012 | 0.687 | 0.024 | 0.585 |
| delegation | 0.000 | 0.889 | 0.480 | 0.867 | 1.000 | 0.000 | 0.312 | 0.135 | 1.000 | 0.145 | 1.000 | 0.208 | 1.000 | 0.090 | 0.171 | 0.282 | 0.397 | 0.327 | 1.000 | 0.059 | 0.210 | 0.993 | 1.000 |
| elevator | 0.218 | 0.232 | 0.054 | 0.124 | 0.022 | 0.371 | 0.339 | 0.217 | 0.007 | 0.003 | 0.208 | 1.000 | 0.428 | 0.000 | 0.266 | 0.388 | 0.048 | 0.302 | 0.016 | 0.121 | 0.059 | 0.121 | 0.007 |
| equipped_kitchen | 0.301 | 0.188 | 0.065 | 0.134 | 0.000 | 0.380 | 0.412 | 0.249 | 0.000 | 0.000 | 1.000 | 0.428 | 1.000 | 0.037 | 0.088 | 0.335 | 0.064 | 0.230 | 0.000 | 0.000 | 0.185 | 0.157 | 0.015 |
| etage_count | 0.000 | 0.035 | 0.068 | 0.022 | 0.011 | 0.157 | 0.074 | 0.092 | -0.016 | 0.123 | 0.090 | 0.000 | 0.037 | 1.000 | 0.480 | 0.081 | 0.059 | 0.035 | 0.009 | -0.161 | 0.082 | 0.028 | 0.047 |
| floor | 0.067 | 0.100 | -0.053 | 0.075 | -0.003 | 0.072 | 0.101 | 0.095 | 0.065 | 0.090 | 0.171 | 0.266 | 0.088 | 0.480 | 1.000 | 0.115 | -0.030 | 0.055 | -0.060 | -0.752 | 0.058 | 0.068 | 0.015 |
| heating | 0.327 | 0.294 | 0.023 | 0.178 | 0.032 | 0.341 | 0.695 | 0.281 | 0.005 | 0.015 | 0.282 | 0.388 | 0.335 | 0.081 | 0.115 | 1.000 | 0.102 | 0.314 | 0.010 | 0.026 | 0.034 | 0.183 | 0.010 |
| newMunipReport | 0.144 | 0.265 | 0.624 | 0.241 | 0.162 | 0.061 | 0.119 | 0.046 | -0.015 | -0.035 | 0.397 | 0.048 | 0.064 | 0.059 | -0.030 | 0.102 | 1.000 | 0.032 | 0.131 | 0.002 | 0.012 | 0.275 | 0.034 |
| parking | 0.188 | 0.204 | 0.054 | 0.083 | 0.041 | 0.259 | 0.334 | 0.219 | 0.000 | 0.005 | 0.327 | 0.302 | 0.230 | 0.035 | 0.055 | 0.314 | 0.032 | 1.000 | 0.000 | 0.009 | 0.048 | 0.105 | 0.066 |
| price | 0.000 | 0.030 | 0.030 | 0.005 | -0.031 | 0.059 | 0.000 | 0.014 | 0.315 | 0.372 | 1.000 | 0.016 | 0.000 | 0.009 | -0.060 | 0.010 | 0.131 | 0.000 | 1.000 | 0.042 | 0.286 | 1.000 | 0.655 |
| rez_de_chaussee_count | 0.000 | 0.054 | 0.016 | 0.008 | -0.010 | 0.054 | 0.047 | 0.027 | -0.014 | -0.012 | 0.059 | 0.121 | 0.000 | -0.161 | -0.752 | 0.026 | 0.002 | 0.009 | 0.042 | 1.000 | -0.038 | 0.026 | 0.010 |
| rooms | 0.000 | 0.034 | -0.065 | 0.064 | -0.029 | 0.000 | 0.045 | 0.066 | 0.242 | 0.687 | 0.210 | 0.059 | 0.185 | 0.082 | 0.058 | 0.034 | 0.012 | 0.048 | 0.286 | -0.038 | 1.000 | 0.051 | 0.499 |
| state | 0.596 | 0.851 | 0.110 | 0.861 | 1.000 | 0.228 | 0.215 | 0.094 | 0.000 | 0.024 | 0.993 | 0.121 | 0.157 | 0.028 | 0.068 | 0.183 | 0.275 | 0.105 | 1.000 | 0.026 | 0.051 | 1.000 | 0.000 |
| surface | 1.000 | 0.049 | 0.004 | 0.000 | -0.029 | 1.000 | 0.010 | 0.011 | 0.321 | 0.585 | 1.000 | 0.007 | 0.015 | 0.047 | 0.015 | 0.010 | 0.034 | 0.066 | 0.655 | 0.010 | 0.499 | 0.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| price | location | state | bedrooms | rooms | bathrooms | surface | parking | equipped_kitchen | newMunipReport | newMunip | NewDelegationReport | NewDelegation | NewStateReport | NewState | balcony | heating | air_conditioning | garage | elevator | etage_count | rez_de_chaussee_count | floor | description | date | floor_description | Etat | age | delegation | municipality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 680000 | Jardins de Carthage | Tunis | 3.0 | 4.0 | 1.0 | 150.0 | Yes | Yes | 1.00 | JARDINS DE CARTHAGE | 1.000000 | MARSA | 1.0 | TUNIS | no | no | no | no | No | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 560000 | Les Jardins du lac 2 | Tunis | 2.0 | 3.0 | 1.0 | 125.0 | Yes | Yes | 1.00 | LES JARDINS | 1.000000 | BAB BHAR | 1.0 | TUNIS | Yes | no | Yes | no | Yes | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 480000 | Les berges du lac 1 | Tunis | 3.0 | 5.0 | 2.0 | 109.0 | Yes | no | 0.96 | BERGE DU LAC | 0.545455 | RADES | 1.0 | TUNIS | no | no | no | no | No | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 410000 | Ennasr 1-2 | Ariana | 3.0 | 4.0 | 2.0 | 130.0 | Yes | no | 1.00 | ENNASR | 1.000000 | EL MNIHLA | 1.0 | ARIANA | no | no | no | no | No | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 399000 | Aouina | Ariana | 2.0 | 3.0 | 2.0 | 115.0 | no | no | 1.00 | AOUINA | 1.000000 | SOUKRA | 1.0 | ARIANA | no | no | no | no | No | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 395000 | La Soukra | Ariana | 3.0 | 5.0 | 1.0 | 114.0 | Yes | Yes | 1.00 | SOUKRA | 1.000000 | SOUKRA | 1.0 | ARIANA | Yes | no | Yes | no | Yes | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 385000 | La Soukra | Ariana | 2.0 | 3.0 | NaN | 120.0 | no | no | 1.00 | SOUKRA | 1.000000 | SOUKRA | 1.0 | ARIANA | no | no | no | no | No | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 385000 | La Soukra | Ariana | 2.0 | 3.0 | 2.0 | 91.0 | Yes | Yes | 1.00 | SOUKRA | 1.000000 | SOUKRA | 1.0 | ARIANA | Yes | no | no | no | Yes | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 375000 | Chotrana | Ariana | 2.0 | 3.0 | 1.0 | 92.0 | no | no | 1.00 | CHOTRANA | 1.000000 | SOUKRA | 1.0 | ARIANA | no | no | no | no | No | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 360000 | Ennasr 1-2 | Ariana | 2.0 | 4.0 | 2.0 | 90.0 | Yes | Yes | 1.00 | ENNASR | 1.000000 | EL MNIHLA | 1.0 | ARIANA | Yes | Yes | no | no | Yes | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| price | location | state | bedrooms | rooms | bathrooms | surface | parking | equipped_kitchen | newMunipReport | newMunip | NewDelegationReport | NewDelegation | NewStateReport | NewState | balcony | heating | air_conditioning | garage | elevator | etage_count | rez_de_chaussee_count | floor | description | date | floor_description | Etat | age | delegation | municipality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10084 | 210000 | NaN | NaN | 3.0 | 3.0 | 1.0 | 88.0 | Yes | no | 0.928571 | CITE EL KHADRA | 0.75 | RADES | 0.571429 | TUNIS | Yes | no | no | no | No | NaN | NaN | 3.0 | <p>Cet appartement <strong>S+3</strong> situé au <strong>3ème étage</strong>, doté d'un <strong> point d'eau et une salle de bain</strong>, d'un <strong>balcon</strong> attenant au salon, <strong>trois chambres</strong> avec <strong>dressings</strong> et d'une <strong>cuisine spacieuse</strong>.</p><p>Niché dans un quartier résidentiel paisible, il offre un cadre de vie idéal à proximité des <strong>écoles</strong>, <strong>commerces</strong> et <strong>transports en commun</strong>.</p><p>Une <strong>place de parking</strong> est disponible.</p> 3 pièces | NaN | NaN | NaN | 30-50 years | NaN | Cité El Khadra |
| 10085 | 470000 | NaN | NaN | 2.0 | 2.0 | 1.0 | 103.0 | Yes | no | 1.000000 | CENTRE URBAIN NORD | 1.00 | CITE EL KHADRA/CITÉ EL KHADRA | 1.000000 | TUNIS | no | Yes | Yes | no | Yes | NaN | NaN | 1.0 | <p>Un <strong>appartement S+2</strong> situé au Centre Urbain Nord, d'une superficie de <strong>103 m²</strong>, au <strong>1er étage</strong> d'un immeuble. Ce bien se compose d'un <strong>salon spacieux</strong>, de <strong>deux chambres</strong> confortables et d'une <strong>salle de bain</strong> bien <strong>aménagée</strong>. <strong>La cuisine</strong> est entièrement <strong>équipée</strong> avec une <strong>plaque de cuisson</strong>, une <strong>hotte aspirante</strong>, un <strong>four</strong> et un <strong>sèche-linge.</strong> L'appartement bénéficie également de la <strong>climatisation centrale</strong> et du <strong>chauffage central</strong> pour un confort optimal tout au long de l'année. De plus, il dispose d'une <strong>place de parking</strong> dédiée. Il offre un cadre de vie agréable avec toutes les commodités nécessaires à proximité.</p> 2 pièces | NaN | NaN | NaN | 5-10 years | NaN | Centre Urbain Nord |
| 10086 | 267000 | NaN | NaN | 2.0 | 3.0 | 1.0 | 90.0 | Yes | no | 1.000000 | BOU MHEL | 1.00 | BOU MHEL EL BASSATINE | 1.000000 | BEN AROUS | Yes | Yes | no | no | No | NaN | NaN | 1.0 | <p>Appartement S+2 en <strong>direct promoteur</strong> situé dans une résidence en <strong>R+4 à Boumhel El Bassatine</strong>. Plusieurs typologies sont disponibles et les finitions sont en cours avec une <strong>remise des clés</strong> prévue pour <strong>juin 2025</strong>. Cet appartement comprend une entrée menant à un salon <strong>spacieux</strong> revêtu de marbre. La cuisine entièrement <strong>équipée</strong> et <strong>aménagée</strong> dispose également d'un <strong>séchoir</strong>. La partie nuit se compose de deux chambres l'une avec un <strong>dressing</strong> et l'autre donnant accès à une <strong>terrasse</strong>. Une salle de bain commune est à disposition. De plus, <strong>une place de parking</strong> est proposée au prix de 18 000TND.</p> 3 pièces | NaN | NaN | NaN | Less than a year | NaN | Bou Mhel El-Bassatine |
| 10087 | 490000 | NaN | NaN | 1.0 | 3.0 | 1.0 | 152.0 | Yes | no | 1.000000 | ENNASR | 1.00 | EL MNIHLA | 1.000000 | ARIANA | Yes | Yes | Yes | no | No | NaN | NaN | 1.0 | <p>Ce duplex fait partie d’une <strong>résidence calme et sécurisée à Ennasr 2</strong>. Il bénéficie d'une<strong> entrée indépendante</strong> ainsi qu’un accès à <strong>une terrasse.</strong> Le premier niveau abrite <strong>une chambre à coucher équipée d’un dressing ainsi qu’une salle d’eau</strong>. <strong>Quelques marches nous mènent au rez-de-chaussée qui loge une pièce de vie accueillante,</strong> elle permet d’aménager <strong>un salon et une salle à manger</strong>. <strong>La cuisine</strong> est totalement indépendante, elle est équipée d<strong>’une plaque de cuisson et une hotte aspirante</strong>, elle est complétée par <strong>un séchoir fonctionnel.</strong> Le premier étage comprend <strong>deux chambres à coucher avec dressing</strong> et elles se partagent <strong>une salle de bain avec jacuzzi.</strong> Ce duplex est équipé <strong>d’un chauffage central et d'une climatisation en split système</strong>. <strong>Une place de parking</strong> est disponible pour les futurs occupants.</p> 3 pièces | NaN | NaN | NaN | 10-20 years | NaN | Ennasr |
| 10088 | 180000 | NaN | NaN | 2.0 | 2.0 | 1.0 | 93.0 | Yes | no | 0.928571 | CITE EL KHADRA | 0.75 | RADES | 0.615385 | ARIANA | Yes | no | no | no | No | 0.0 | 1.0 | 0.0 | <p> </p><p>Cet appartement se situe au rez-de-chaussée d'une résidence gardée et sécurisée, au plein cœur de la cité El Khadra.</p><p>Un salon lumineux est accessible depuis l'entrée grâce à ses ouvertures qui mènent à un balcon.</p><p>La cuisine est aménagée avec des éléments de rangement. Elle est annexée par un séchoir.</p><p>Le compartiment nuit comprend deux chambres à coucher, une salle de bain et un point d'eau pour les recevoir</p><p>emplacement de parking collectif</p> 2 pièces | NaN | se situe au rez-de-chaussee d'une residence gardee | NaN | 50-70 years | NaN | Cité El Khadra |
| 10089 | 385000 | NaN | NaN | 3.0 | 3.0 | 1.0 | 139.0 | Yes | no | 1.000000 | ENNASR | 1.00 | EL MNIHLA | 1.000000 | ARIANA | Yes | Yes | Yes | no | Yes | 1.0 | 0.0 | NaN | <p>Cet appartement est situé au <strong>sixième</strong> étage d'une résidence <strong>sécurisée</strong>. Dès votre arrivée, un <strong>hall</strong> d'entrée <strong>accueillant</strong> équipée d’un dressing vous y attend. Le salon <strong>lumineux</strong> offre un espace <strong>agréable</strong>. La cuisine <strong>soigneusement</strong> équipée et <strong>aménagée</strong>, elle dispose d'une <strong>plaque</strong> de <strong>cuisson</strong> et d'un <strong>four électrique</strong>, ainsi que d'un espace dédié pour un <strong>séchoir</strong>. <strong>Une salle de douche</strong> complète la partie jour. La partie nuit de l'appartement comprend une <strong>suite parentale</strong> avec <strong>une salle de bain</strong>, ainsi que <strong>deux chambres à coucher dotée d'un dressing chacune</strong> et dont une complétée par <strong>un balcon</strong>. L’appartement est doté <strong>d’un chauffage central et d’une climatisation par split système. </strong><strong>Une place de parking</strong> est également disponible pour les futurs propriétaires.</p> 3 pièces | NaN | situe au <strong>sixieme</strong> etage d'une residence <strong>securisee</strong>. | NaN | 10-20 years | NaN | Ennasr |
| 10090 | 320000 | NaN | NaN | 3.0 | 4.0 | 1.0 | 125.0 | Yes | no | 0.928571 | CITE EL KHADRA | 0.75 | RADES | 0.571429 | TUNIS | Yes | no | Yes | no | No | NaN | NaN | 1.0 | <p>Cet appartement de type S+3, situé au <strong>premier étage</strong>, comprend <strong>trois chambres</strong> ainsi qu'un <strong>salon spacieux</strong> avec <strong>un balcon vast</strong>e et un point d'eau, une salle de bain, et une cuisine lumineuse.</p><p>Niché dans un quartier résidentiel calme , il offre un cadre de vie idéal à proximité des <strong>écoles</strong>, <strong>commerces</strong> et <strong>transports en commun</strong>.</p><p>Une <strong>place de parking</strong> collective.</p> 4 pièces | NaN | NaN | NaN | 30-50 years | NaN | Cité El Khadra |
| 10091 | 340000 | NaN | NaN | 2.0 | 3.0 | 1.0 | 85.0 | Yes | no | 1.000000 | GAMMARTH | 1.00 | MARSA | 1.000000 | TUNIS | no | no | no | no | Yes | 0.0 | 0.0 | NaN | <p>Cet appartement est situé au sein d'une résidence à Gammarth, s'étendant sur deux niveaux et équipée d'un ascenseur.</p><p>L'entrée mène à un hall spacieux qui donne accès au salon avec salle à manger.</p><p>La cuisine dispose d'un séchoir.</p><p>Une salle d'eau est disponible pour les invités dans cette partie jour.</p><p>La partie nuit comprend deux chambres à coucher, chacune dotée de dressings et d'une salle d'eau avec baignoire.</p><p>Une place de parking est également disponible pour les futurs propriétaires.</p> 3 pièces | NaN | NaN | NaN | 10-20 years | NaN | Gammarth |
| 10092 | 290000 | NaN | NaN | 3.0 | 3.0 | 1.0 | 127.0 | Yes | no | 0.769231 | RESIDENCE TYPE | 0.75 | RADES | 1.000000 | ARIANA | Yes | no | no | no | No | NaN | NaN | 1.0 | <p>Cet appartement S+3 <strong>direct promoteur</strong>, situé dans une résidence en R+2 à <strong>Borj Louzir</strong> . Plusieurs typologies sont disponibles et les finitions sont en cours avec une remise des clés prévue pour <strong>février 2025</strong>. Cet appartement comprend une entrée menant à un salon spacieux revêtu de <strong>marbre</strong> qui donne accès à un balcon. La cuisine entièrement <strong>équipée</strong> et <strong>aménagée</strong> dispose également d'un balcon. La partie nuit loge trois chambres à coucher, dont chacune équipée avec un <strong>dressing</strong>, ainsi qu'une salle de bain commune qui complète cet espace. De plus, une place de parking est proposée au prix de 15 000 TND.</p> 3 pièces | NaN | NaN | NaN | Less than a year | NaN | Ariana |
| 10093 | 135000 | NaN | NaN | 1.0 | 2.0 | 1.0 | 57.0 | Yes | no | 0.769231 | RESIDENCE TYPE | 0.75 | RADES | 1.000000 | ARIANA | Yes | Yes | Yes | no | No | NaN | NaN | 1.0 | C'est un appartement<strong> S+1</strong> en <strong>direct promoteur,</strong> situé dans une résidence en <strong>R+2.</strong> Plusieurs typologies sont disponibles et les finitions sont en cours avec une remise des clés prévue pour <strong>février 2025</strong>. Cet appartement comprend une entrée menant à un salon <strong>spacieux</strong> revêtu de marbre qui donne accès à un balcon. La cuisine entièrement équipée et aménagée dispose également d'un <strong>balcon</strong>. La partie nuit se compose d'une chambre avec un <strong>dressing</strong>, ainsi qu'une salle de bain commune qui complète cet espace. De plus, une<strong> place de parking</strong> est proposée au prix de 15 000 TND. 2 pièces | NaN | NaN | NaN | Less than a year | NaN | Ariana |